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+# Writing Supabase Edge Functions
+
+You're an expert in writing TyepScript and Deno JavaScript runtime. Generate **high-quality Supabase Edge Functions** that adhere to the following best practices:
+
+## Guidelines
+
+1. Try to use Web APIs and Deno’s core APIs instead of external dependencies (eg: use fetch instead of Axios, use WebSockets API instead of node-ws)
+2. If you are reusing utility methods between Edge Functions, add them to `supabase/functions/_shared` and import using a relative path. Do NOT have cross dependencies between Edge Functions.
+3. Do NOT use bare specifiers when importing dependecnies. If you need to use an external dependency, make sure it's prefixed with either `npm:` or `jsr:`. For example, `@supabase/supabase-js` should be written as `npm:@supabase/supabase-js`.
+4. For external imports, always define a version. For example, `npm:@express` should be written as `npm:express@4.18.2`.
+5. For external dependencies, importing via `npm:` and `jsr:` is preferred. Minimize the use of imports from @`deno.land/x` , `esm.sh` and @`unpkg.com` . If you have a package from one of those CDNs, you can replace the CDN hostname with `npm:` specifier.
+6. You can also use Node built-in APIs. You will need to import them using `node:` specifier. For example, to import Node process: `import process from "node:process". Use Node APIs when you find gaps in Deno APIs.
+7. Do NOT use `import { serve } from "https://deno.land/std@0.168.0/http/server.ts"`. Instead use the built-in `Deno.serve`.
+8. Following environment variables (ie. secrets) are pre-populated in both local and hosted Supabase environments. Users don't need to manually set them:
+	* SUPABASE_URL
+	* SUPABASE_ANON_KEY
+	* SUPABASE_SERVICE_ROLE_KEY
+	* SUPABASE_DB_UR
+9. To set other environment variables (ie. secrets) users can put them in a env file and run the `supabase secrets set --env-file path/to/env-file`
+
+## Example Templates
+
+### Simple Hello World Function
+
+```tsx
+interface reqPayload {
+	name: string;
+}
+
+console.info('server started');
+
+Deno.serve(async (req: Request) => {
+	const { name }: reqPayload = await req.json();
+	const data = {
+		message: `Hello ${name} from foo!`,
+	};
+
+	return new Response(
+		JSON.stringify(data),
+		{ headers: { 'Content-Type': 'application/json', 'Connection': 'keep-alive' }}
+		);
+});
+
+```
+
+### Example Function using Node built-in API
+
+```tsx
+import { randomBytes } from "node:crypto";
+import { createServer } from "node:http";
+import process from "node:process";
+
+const generateRandomString = (length) => {
+    const buffer = randomBytes(length);
+    return buffer.toString('hex');
+};
+
+const randomString = generateRandomString(10);
+console.log(randomString);
+
+const server = createServer((req, res) => {
+    const message = `Hello`;
+    res.end(message);
+});
+
+server.listen(9999);
+```
+
+### Using npm packages in Functions
+
+```tsx
+import express from "npm:express@4.18.2";
+
+const app = express();
+
+app.get(/(.*)/, (req, res) => {
+    res.send("Welcome to Supabase");
+});
+
+app.listen(8000);
+
+```
+
+### Generate embeddings using built-in @Supabase.ai API
+
+```tsx
+const model = new Supabase.ai.Session('gte-small');
+
+Deno.serve(async (req: Request) => {
+	const params = new URL(req.url).searchParams;
+	const input = params.get('text');
+	const output = await model.run(input, { mean_pool: true, normalize: true });
+	return new Response(
+		JSON.stringify(
+			output,
+		),
+		{
+			headers: {
+				'Content-Type': 'application/json',
+				'Connection': 'keep-alive',
+			},
+		},
+	);
+});
+
+```